[Ml-stat-talks] Fwd: Reminder: CSML Seminar: Susan Murphy, Tuesday, February 9, 2016 at 12:30pm | Computer Science Building, Room 105

Barbara Engelhardt bee at princeton.edu
Tue Feb 2 15:51:16 EST 2016

Talk of interest next week.

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Susan Murphy-University of Michigan

CSML Seminar

Tuesday, February 9, 2016


Computer Science Building, Room 105

**Lunch will be provided**

Title: “Learning treatment policies in mobile health”

Abstract: We describe a sequence of steps that facilitate effective
learning of treatment policies in mobile health.   These include a clinical
trial with associated sample size calculator and data analytic methods.
An off-policy  Actor-Critic algorithm is developed for learning a treatment
policy from this clinical trial data. Open problems abound in this area,
including the development of a variety of online predictors of risk of
health problems, missing data and disengagement.

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